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Update app.py
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app.py
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@@ -45,20 +45,20 @@ def predict(inp):
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encoders = [EncodecModel.from_pretrained("facebook/encodec_48khz")]
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#Run modelD to disguise audio
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waveform = attack.poison_audio(waveform, sample_rate, encoders)
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#Transform output audio into gradio-readable format
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waveform = waveform.numpy()
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waveform = float32_to_int16(waveform)
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#return (sample_rate, waveformD), (sample_rate, waveformM), (sample_rate, waveformDM)
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return (sample_rate, waveform), (sample_rate,
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#Set up gradio interface
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import gradio as gr
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encoders = [EncodecModel.from_pretrained("facebook/encodec_48khz")]
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#Run modelD to disguise audio
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waveform, waveform2, waveform3, waveform4 = attack.poison_audio(waveform, sample_rate, encoders)
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#Transform output audio into gradio-readable format
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waveform = waveform.numpy()
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waveform = float32_to_int16(waveform)
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waveform2 = waveform2.numpy()
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waveform2 = float32_to_int16(waveform2)
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waveform3 = waveform3.numpy()
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waveform3 = float32_to_int16(waveform3)
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waveform4 = waveform4.numpy()
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waveform4 = float32_to_int16(waveform4)
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#return (sample_rate, waveformD), (sample_rate, waveformM), (sample_rate, waveformDM)
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return (sample_rate, waveform), (sample_rate, waveform2), (sample_rate, waveform3), (sample_rate, waveform4)
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#Set up gradio interface
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import gradio as gr
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